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Gauss's method preserves the solution set

Proved
HefferonLinAlg.gauss_row_operations_preserve_solutions

by tianyipeng · Aug 5, 2026 · Mathlib c5ea003 (Lean v4.30.0)

gaussian-eliminationlinear-algebralinear-systems

Let AAA be an m×nm \times nm×n matrix over a field KKK, let b∈Kmb \in K^mb∈Km, and let MMM be an m×mm \times mm×m matrix whose determinant is a unit, so that MMM is invertible. Then a vector x∈Knx \in K^nx∈Kn satisfies Ax=bAx = bAx=b if and only if it satisfies (MA)x=Mb(MA)x = Mb(MA)x=Mb. Each of Gauss's three elementary row operations — swapping two rows, scaling a row by a nonzero constant, and adding a multiple of one row to another — is left multiplication by such an invertible MMM, so this is the statement that row reduction carries a linear system to an equivalent one.

Preamble
import Mathlib

open Matrix
Formal statement
namespace HefferonLinAlg

theorem gauss_row_operations_preserve_solutions
    {K : Type*} [Field K] {m n : ℕ}
    (A : Matrix (Fin m) (Fin n) K) (b : Fin m → K)
    (M : Matrix (Fin m) (Fin m) K) (hM : IsUnit M.det) (x : Fin n → K) :
    A *ᵥ x = b ↔ (M * A) *ᵥ x = M *ᵥ b := by
  sorry

end HefferonLinAlg
Source
Jim Hefferon, *Linear Algebra*, Saint Michael's College, 2020 printing, Chapter One, Section I.1, Theorem 1.5, p. 12
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What the Lean code literally says, in plain math · claude-opus-5

The declaration HefferonLinAlg.gauss_row_operations_preserve_solutions asserts the following. Let KKK be an arbitrary field (commutative, with 0≠10 \neq 10=1; no further assumptions — no characteristic, ordering, algebraic-closure, or finiteness assumption), and let m,nm, nm,n be arbitrary natural numbers, including 000. Let A=(Ai,j)A = (A_{i,j})A=(Ai,j​) be an m×nm \times nm×n matrix over KKK (rows indexed by {0,…,m−1}\{0,\dots,m-1\}{0,…,m−1}, columns by {0,…,n−1}\{0,\dots,n-1\}{0,…,n−1}), let b=(bi)∈Kmb = (b_i) \in K^mb=(bi​)∈Km be a column vector, let M=(Mi,k)M = (M_{i,k})M=(Mi,k​) be a square m×mm \times mm×m matrix over KKK, and let x=(xj)∈Knx = (x_j) \in K^nx=(xj​)∈Kn be a column vector; all five of AAA, bbb, MMM, xxx, together with KKK, mmm, nnn, are universally quantified, so the claim is made for every such choice. The single hypothesis is that det⁡M\det MdetM is a unit of KKK — since KKK is a field this is exactly det⁡M≠0\det M \neq 0detM=0, i.e. MMM is invertible; this hypothesis is satisfiable for every mmm (e.g. M=ImM = I_mM=Im​, and for m=0m = 0m=0 the empty determinant is 111), so the statement is not vacuous. Under these assumptions the conclusion is the two-directional equivalence (if and only if) of the two vector equations

Ax=b⟺(MA)x=Mb,A x = b \quad \Longleftrightarrow \quad (MA)x = Mb,Ax=b⟺(MA)x=Mb,

where all products are the usual ones over KKK: (Ax)i=∑jAi,jxj(Ax)_i = \sum_{j} A_{i,j} x_j(Ax)i​=∑j​Ai,j​xj​ for i<mi < mi<m, (MA)(MA)(MA) is the m×nm \times nm×n matrix with entries ∑kMi,kAk,j\sum_{k} M_{i,k} A_{k,j}∑k​Mi,k​Ak,j​, ((MA)x)i=∑j(∑kMi,kAk,j)xj\bigl((MA)x\bigr)_i = \sum_{j} \bigl(\sum_k M_{i,k}A_{k,j}\bigr) x_j((MA)x)i​=∑j​(∑k​Mi,k​Ak,j​)xj​, and (Mb)i=∑kMi,kbk(Mb)_i = \sum_{k} M_{i,k} b_k(Mb)i​=∑k​Mi,k​bk​; equality of vectors means componentwise equality in every coordinate i<mi < mi<m. Note that the equivalence is asserted about one fixed vector xxx at a time rather than being phrased as an equality of solution sets (though, xxx being universally quantified, the claim ranges over all x∈Knx \in K^nx∈Kn), that the statement says nothing about MMM being an elementary matrix, a product of elementary matrices, or arising from any specific row operation — only that its determinant is invertible — and that it says nothing about the existence of any solution. Degenerate cases are silently included: when m=0m = 0m=0 there are no coordinates and both sides of the equivalence hold trivially for all data; when n=0n = 0n=0 the vector xxx is empty, AxAxAx is the zero vector of KmK^mKm, and the assertion reduces to "b=0b = 0b=0 if and only if Mb=0Mb = 0Mb=0". Finally, the declaration is stated with its proof omitted (left as sorry), so nothing here is established by the file itself.

Human review
  • Endorsed by Shuze Chen · Aug 5, 2026

  • Endorsed by tianyipeng · Aug 5, 2026

    Confirmed by the mission captain (proposal self-audit).

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